{"id":"W4401339458","doi":"10.1108/978-1-80043-594-020241008","title":"Conclusion","year":2024,"lang":"en","type":"book-chapter","venue":"Games","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008126196,0.0002683458,0.0002614484,0.0001747494,0.0000280754,0.00004479018,0.0001599257,0.0002734061,0.005927044],"category_scores_gemma":[0.000009399938,0.0002378393,0.0001672542,0.00001502383,0.00009454361,0.00002757023,0.0003018452,0.0003619406,0.2874012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221009,"about_ca_system_score_gemma":0.00005117382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005793365,"about_ca_topic_score_gemma":0.00001338655,"domain_scores_codex":[0.9990218,0.000003327162,0.0001666788,0.0003499062,0.0003058754,0.0001523777],"domain_scores_gemma":[0.9994367,0.00002803957,0.00007175955,0.0003618454,0.00004120845,0.00006044246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007928102,0.000002082248,7.193213e-7,0.00006699325,0.00008464275,0.0001750818,0.0001265025,4.989896e-7,0.0002881479,0.6074376,0.385473,0.006336829],"study_design_scores_gemma":[0.00005498706,0.0000163832,0.00000272913,0.0004095451,0.00009313688,0.00001773906,0.000003117553,0.000008443432,0.00005791343,0.135342,0.8637662,0.0002278346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001665635,0.009914003,0.000001205754,0.0001380168,0.0007162751,0.0001488376,0.0003602567,0.0005489458,0.9881558],"genre_scores_gemma":[0.0009716512,0.0001547297,0.00004540019,0.0001035537,0.0005541698,0.000004226488,0.0001154726,0.0003344692,0.9977163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4782932,"threshold_uncertainty_score":0.9949816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859140288092406,"score_gpt":0.2546738151134477,"score_spread":0.2360824122325236,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}